Training DeepRacer for Speed

AWS DeepRacer is a 1/18th scale autonomous race car. It uses a camera (and LIDAR sensor on the newer version) as input to determine how fast the car should run and how steep should the turn be. We can use reinforcement learning to train a model in a simulated virtual world and load the model into the real car to test it.

Reinforcement learning

The interaction in a reinforcement learning process